Gabriele Sarti
Scholar

Gabriele Sarti

Google Scholar ID: sK0B_08AAAAJ
PhD Student, University of Groningen
natural language processinginterpretabilityhuman-computer interactiondeep learning
Citations & Impact
All-time
Citations
745
 
H-index
12
 
i10-index
16
 
Publications
20
 
Co-authors
19
list available
Resume (English only)
Academic Achievements
  • - Publications: 'QE4PE: Word-level Quality Estimation for Human Post-Editing' accepted by TACL, 'Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement' accepted to EMNLP Main
  • - Co-organizing BlackboxNLP Workshop 2025
  • - 'Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation' accepted to EMNLP 2024, 'Multi-property Steering of Large Language Models with Dynamic Activation Composition' accepted to BlackboxNLP 2024
  • - 'PECoRe' accepted to ICLR 2024, presented in Vienna
  • - Development of open-source interpretability software projects for reproducible analysis of model behaviors
Research Experience
  • - Applied Scientist Intern: Amazon Web Services (US), 2022
  • - Research Scientist: Aindo (IT), 2020 - 2021
  • - Visiting Research Assistant: ILC-CNR ItaliaNLP Lab (IT), 2019
Education
  • - PhD in Natural Language Processing, University of Groningen (NL), 2021 - Ongoing, Supervisors: Arianna Bisazza, Malvina Nissim, Grzegorz Chrupała
  • - MSc. in Data Science and Scientific Computing, University of Trieste & SISSA (IT), 2018 - 2020
  • - DEC in Software Management, Cégep de Saint-Hyacinthe (CA), 2015 - 2018
Background
  • Research Interests: Generative Language Models, Deep Learning Interpretability, Human-AI Interaction, User Modeling and Personalization. Background: He is a PhD student in the Natural Language Processing group at the University of Groningen and a member of the InDeep consortium, working on user-centric interpretability for generative language models.
Miscellany
  • Anonymous constructive feedback is always welcome! 🙂